Run
7941296

Run 7941296

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.0648708767453614
mlr.classif.xgboost(7)_gamma0.159809119553943
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight6.75014516468439
mlr.classif.xgboost(7)_subsample0.403126705251634
mlr.classif.xgboost(7)_colsample_bytree0.658998358435929
mlr.classif.xgboost(7)_colsample_bylevel0.685424965061247
mlr.classif.xgboost(7)_lambda0.00337058711768457
mlr.classif.xgboost(7)_alpha90.262489252589
mlr.classif.xgboost(7)_nrounds2638
mlr.classif.xgboost(7)_verbose0
mlr.classif.xgboost(7)_openml.seed1
mlr.classif.xgboost(7)_openml.kindMersenne-Twister
mlr.classif.xgboost(7)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9094
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8309
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6527
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22836.637
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2574
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886
Cross-validation details (10-fold Crossvalidation)
Number of instances
45312
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8313
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8317
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8317
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5269
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3467
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7014
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
178.5008
UserCPU time millis
816.51
UserCPU time millis testing
0.65
UserCPU time millis training
815.86